Survey of Improving K-Nearest-Neighbor for Classification.
Liangxiao JiangZhihua CaiDianhong WangSiwei JiangPublished in: FSKD (1) (2007)
Keyphrases
- k nearest neighbor
- knn
- classification method
- classification algorithm
- knn classifier
- support vector machine svm
- support vector machine
- nearest neighbor
- k nearest neighbour
- knn algorithm
- text classification
- knn classification
- nearest neighbour
- nearest neighbor rule
- neural network
- majority voting
- nearest neighbor classification
- nearest neighbor algorithm
- text categorization
- classification accuracy
- web document classification
- pattern classification
- vowel recognition
- feature selection
- distance function
- machine learning
- image classification
- training set
- class probability estimation
- decision trees
- k nearest
- feature extraction
- support vector
- feature vectors
- benchmark datasets
- data sets
- semi supervised
- graph construction
- pattern recognition
- face recognition
- knowledge discovery
- class labels
- multi class
- supervised learning